via Sembly MCP · Claude CodeProduct requirements
Sembly lists the product, business, and technical requirements users raise in discovery interviews as key items.
AI meeting agent for product development
Product discovery on cruise control.
Sembly keeps the quote, the decision, and the reason behind it.
What does Sembly capture in user research?
Pull requirements and quotes straight out of user interviews.
Verbatim user quotes
Sembly labels every speaker, so research synthesis and PRDs quote users word for word, with a timestamp.
User pain points
Problems users describe with the current product go into the Issues category, separate from feature requests.
Notable figures
Numbers users mention, like a 30% drop-off or a $40 monthly budget, are listed in the Notable category of key items.
How does Sembly share product decisions with engineering?
Bring today's sprint review into Claude Code and Cursor.
Native integrations
Action items from sprint reviews sync to Jira, Linear, Asana, and other apps, with assignees and deadlines intact.
Custom automations
Zapier and webhooks send meeting notes, transcripts, or tasks from product meetings to any tool your team uses.
Sembly MCPAI coding agent access
Through Sembly MCP, engineers ask Claude Code or Cursor about a design review and write its decisions to CHANGELOG.md.
Which product documents can Sembly draft?
Ship PRDs backed by quotes from real users.
Product requirements document.
Goals, requirements, and supporting user quotes from discovery interviews, structured for engineering review.
- Goals and success metrics
- Requirements from key items
- User quotes with timestamps
CLIENT CO.PRODUCT REQUIREMENTS
Invoices module · Q1 2027Bulk invoice approvalProblemFinance teams approve invoices one at a time. Customers with 50+ invoices a week spend most of Friday afternoon clicking Approve, and 5 of 8 interviewees named it their top frustration.“I approve sixty invoices every Friday, one by one. I’d pay for bulk approve tomorrow.”Finance ops lead · Interview 7 · 31:52
Goals- Cut weekly approval time by 70% for teams with 50+ invoices
- Keep a complete audit trail for every approval
Client Co. Product · Internal1 / 3
CLIENT CO.PRODUCT REQUIREMENTS
RequirementsIDRequirementSourceR1Select and approve up to 50 invoices at onceInterviews 2, 7R2Log each approval with user and time for auditsInterview 4R3Undo a bulk approval within 10 secondsUsability testR4Approve through the accounting API in batchesPlanning meeting
“Our auditors ask who approved what. If bulk approve hides that, we can’t use it.”Controller · Interview 4 · 12:08
Notable figures2 hspent on approvals each week
5/8name it their top frustration
$40monthly budget for an add-on
Client Co. Product · Internal2 / 3
CLIENT CO.PRODUCT REQUIREMENTS
Pain points from research- Approving one invoice at a time takes up to 2 hours a week
- There is no way to undo an approval made by mistake
- Exports don’t show who approved each invoice
Open questionShould bulk approve respect per-vendor approval limits from day one? Engineering will confirm in the next planning meeting.
Client Co. Product · Internal3 / 3
Built from8 discovery interviewsPlanning meetingReady to send
Roadmap deck.
Priorities, timelines, and the reasoning from roadmap meetings, presented in your company’s brand.
- Priorities agreed in the roadmap meeting
- Timeline by month
- The user evidence behind each bet
Roadmap · H1 2027What we build next for finance teams
CLIENT CO.ROADMAP
Three bets for H1Bulk approveApprove up to 50 invoices at once. Top request in 5 of 8 interviews.
Audit logEvery approval logged with user and time, ready for auditors.
Approval rulesRoute invoices above a set amount to a second approver.
CLIENT CO.ROADMAP
TimelineInitiativeJanFebMarBulk approveBuildBetaLaunchAudit logDesignBuildLaunchApproval rulesResearchDesignBuild
Why nowTeams with 50+ invoices a week are 60% of new revenue this year.
CLIENT CO.ROADMAP
What users told us“I’d pay for bulk approve tomorrow.”Finance ops lead · Interview 7
“Our auditors ask who approved what.”Controller · Interview 4
8discovery interviews
4requirements agreed
Febbeta for 10 customers
Built fromH1 roadmap meetingClient Co. brandingReady to send
Status report.
Progress, decisions, and risks from sprint reviews and planning meetings, ready for stakeholders.
- Shipped and in-progress work
- Risks raised in sprint reviews
- Next steps with assignees
CLIENT CO.STATUS REPORT
Sprint 22 · October 27, 2026Bulk approve is on track for betaSummaryThe team shipped select-all and the sticky approve bar. The batch endpoint is in progress, and the accounting API rate limit is the main risk to the February release.StatusWorkShippedSelect-all checkbox, sticky approve barIn progressBatch endpoint for bulk approveAt riskAccounting API limit of 60 requests per minute
9/12stories done
2open risks
Febbeta date held
Client Co. Product · Internal1 / 2
CLIENT CO.STATUS REPORT
Decisions from the sprint review- Bulk approve ships behind a feature flag to beta customers first
- Undo window stays at 10 seconds for the beta
StepAssigneeDueFinish the batch endpointBackendOct 30Add retry for rate limitsBackendNov 3Recruit 10 beta customersProductNov 6
RiskIf the API limit holds, large batches need a queue. Engineering will size it before Nov 3.
Client Co. Product · Internal2 / 2
Built fromSprint 22 reviewPlanning meetingReady to send
FAQ
How do product teams use Sembly?
Product teams use Sembly as an AI meeting agent for discovery interviews, sprint reviews, and roadmap meetings. Sembly extracts product requirements and user quotes, syncs action items to tools like Jira and Linear, and drafts PRDs and roadmap decks.
Can Sembly extract requirements from user interviews?
Yes. Sembly lists the product, business, and technical requirements from an interview in the Requirements category of key items, next to issues, risks, decisions, and notable figures.
How does Sembly connect to Claude Code and Cursor?
A workspace admin enables MCP access, each member creates a personal token, and the token goes into Claude Code, Cursor, or any other MCP client. Agents can then find meetings by title or date and read their notes, key items, and tasks.
Can Sembly draft a PRD?
Yes. Sembly drafts product requirements documents from interview and planning meeting content, with the user quotes behind each requirement, as an editable document.
Which tools does Sembly send product meeting tasks to?
Native integrations sync tasks to Jira, Linear, Asana, ClickUp, Monday.com, and other project management tools. Zapier and webhooks cover other tools, and Sembly MCP brings meeting context into AI coding agents.